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cs.CV2024
Development of Automated Neural Network Prediction for Echocardiographic Left ventricular Ejection Fraction
Yuting Zhang, Boyang Liu, Karina V. Bunting +11
The echocardiographic measurement of left ventricular ejection fraction (LVEF) is fundamental to the diagnosis and classification of patients with heart failure (HF). In order to q…
cs.CV2024
Decoder-Only Image Registration
Xi Jia, Wenqi Lu, Xinxing Cheng +1
In unsupervised medical image registration, the predominant approaches involve the utilization of a encoder-decoder network architecture, allowing for precise prediction of dense,…
math.OC2024★ 1 cited
Optimizing ADMM and Over-Relaxed ADMM Parameters for Linear Quadratic Problems
Jintao Song, Wenqi Lu, Yunwen Lei +3
The Alternating Direction Method of Multipliers (ADMM) has gained significant attention across a broad spectrum of machine learning applications. Incorporating the over-relaxation…